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‎Examples/TensorStack.Example.Extractors/README.md‎

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TensorStack Extractor Demo, a simple WPF application showcasing the capabilities of [TensorStack.Extractors](https://github.com/TensorStack-AI/TensorStack/tree/master/TensorStack.Extractors) project.
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## Download
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[Extractor Demo v0.1.39 (DirectML)](https://github.com/TensorStack-AI/TensorStack/releases/download/v0.1.39/ExtractorDemo_v0.1.39.zip)
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[Extractor Demo v0.1.40 (DirectML)](https://github.com/TensorStack-AI/TensorStack/releases/download/v0.1.39/ExtractorDemo_v0.1.40.zip)
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## Extractors
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Canny Edge

‎Examples/TensorStack.Example.Extractors/Settings.json‎

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"SampleSize": 0,
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"Path": "Models\\Canny.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/Canny.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/Canny/model.onnx?download=true"
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"SampleSize": 0,
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"Path": "Models\\SoftEdge.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/SoftEdge.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/SoftEdge/model.onnx?download=true"
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"OutputNormalization": "MinMaxOneToOne",
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"IsDynamicOutput": true,
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"Path": "Models\\Depth.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/Depth.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/Depth/model.onnx?download=true"
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"Path": "Models\\LineDrawing.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/LineDrawing.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/LineDrawing/model.onnx?download=true"
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"IsDynamicOutput": true,
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"OutputNormalization": "MinMaxOneToOne",
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"Path": "Models\\DepthAnything-Small.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/DepthAnything-Small.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/DepthAnything-Small/model.onnx?download=true"
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"IsDynamicOutput": true,
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"OutputNormalization": "MinMaxOneToOne",
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"Path": "Models\\DepthAnything-Base.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/DepthAnything-Base.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/DepthAnything-Base/model.onnx?download=true"
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"IsDynamicOutput": true,
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"OutputNormalization": "MinMaxOneToOne",
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"Path": "Models\\DepthAnything-Large.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/DepthAnything-Large.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/DepthAnything-Large/model.onnx?download=true"
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"SampleSize": 1024,
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"OutputChannels": 1,
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"Path": "Models\\BiRefNet.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/BiRefNet.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/BiRefNet/model.onnx?download=true"
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"SampleSize": 1024,
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"Path": "Models\\RMBGv1.4.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/RMBGv1.4.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/RMBGv1.4/model.onnx?download=true"
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"SampleSize": 1024,
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"Path": "Models\\RMBGv2.0.onnx",
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/RMBGv2.0/model.onnx?download=true"
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"Channels": 3,
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"SampleSize": 640,
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"Path": "Models\\Pose-Body7.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/Pose-Body7.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/Pose-Body7/model.onnx?download=true"
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"SampleSize": 640,
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"Path": "Models\\Pose-Coco.onnx",
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"UrlPath": "https://huggingface.co/TensorStack/TensorStack/resolve/main/Extractor/Pose-Coco.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Extractor/Pose-Coco/model.onnx?download=true"
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‎Examples/TensorStack.Example.Extractors/TensorStack.Example.Extractors.csproj‎

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<!--Common Packages-->
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<ItemGroup>
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<PackageReference Include="System.Linq.Async" Version="6.0.3" />
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<PackageReference Include="Microsoft.Extensions.Hosting" Version="9.0.9" />
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<PackageReference Include="Microsoft.Extensions.Hosting" Version="10.0.0" />
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‎Examples/TensorStack.Example.Upscaler/README.md‎

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TensorStack Upscale Demo, a simple WPF application showcasing the capabilities of [TensorStack.Upscaler](https://github.com/TensorStack-AI/TensorStack/tree/master/TensorStack.Upscaler) project.
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## Download
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[Upscaler Demo v0.1.39 (DirectML)](https://github.com/TensorStack-AI/TensorStack/releases/download/v0.1.39/UpscaleDemo_v0.1.39.zip)
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[Upscaler Demo v0.1.40 (DirectML)](https://github.com/TensorStack-AI/TensorStack/releases/download/v0.1.39/UpscaleDemo_v0.1.40.zip)
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## Upscale Image
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<img src="../../Assets/Examples/UpscaleImage.PNG"/>

‎Examples/TensorStack.Example.Upscaler/Settings.json‎

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"SampleSize": 0,
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Upscale/BSRGAN-2x/model.onnx?download=true"
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Upscale/AnimeSharpV2-MoSR-Soft-2x/model.onnx?download=true"
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"Path": "Models\\AnimeSharpV2-RPLKSR-Soft-2x.onnx",
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"Path": "Models\\AnimeSharpV3-2x.onnx",
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"UrlPath": "https://huggingface.co/saddam213/DemoApp/resolve/main/Upscale/Swin2SR-RealWorld-BSRGAN-PSN-4x/model.onnx?download=true"
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}

‎Examples/TensorStack.Example.Upscaler/TensorStack.Example.Upscaler.csproj‎

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‎TensorStack.Common/TensorStack.Common.csproj‎

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‎TensorStack.Image.Bitmap/TensorStack.Image.Bitmap.csproj‎

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‎TensorStack.Providers.CUDA/TensorStack.Providers.CUDA.csproj‎

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<!--Common Packages-->
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<ItemGroup>
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<PackageReference Include="Microsoft.ML.OnnxRuntime.Gpu.Windows" Version="1.23.0" />
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<PackageReference Include="Microsoft.ML.OnnxRuntime.Gpu.Windows" Version="1.23.2" />
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</ItemGroup>
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<!--Nuget Settings-->

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